成果/Result
- Software Defect Prediction via Attention-Based Recurrent Neural Network被引量：76收藏
- 作者：Fan, Guisheng Diao, Xuyang Yu, Huiqun Yang, Kang Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Inst Technol
- 来源：SCIENTIFIC PROGRAMMING 2019
- 关键词：Trees (mathematics) - Program debugging - Defects - Semantics - Software reliability - Syntactics - Forecasting - Open source software
- Energy and time efficient task offloading and resource allocation on the generic IoT-fog-cloud architecture被引量：67收藏
- 作者：Sun, Huaiying Yu, Huiqun Fan, Guisheng Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Engn Res Ctr Smart Energy;Shanghai Inst Technol
- 来源：PEER-TO-PEER NETWORKING AND APPLICATIONS 2020
- 关键词：IoT Cloud Fog Resource allocation Completion time Energy consumption
- A Game Theory Approach to Fair and Efficient Resource Allocation in Cloud Computing被引量：57收藏
- 作者：Xu, Xin Yu, Huiqun
- 机构：E China Univ Sci & Technol
- 来源：MATHEMATICAL PROBLEMS IN ENGINEERING 2014
- 关键词：Game theory - Clustering algorithms - Computation theory - Resource allocation
- Few-shot classification via efficient meta-learning with hybrid optimization被引量：54收藏
- 作者：Jia, Jinfang Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol; Shanghai Engn Res Ctr Smart Energy
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Few-shot learning Meta-learning Data augmentation Initialization attenuation Resolution increase
- SMTIBEA: a hybrid multi-objective optimization algorithm for configuring large constrained software product lines被引量：43收藏
- 作者：Guo, Jianmei Liang, Jia Hui Shi, Kai Yang, Dingyu Zhang, Jingsong Czarnecki, Krzysztof Ganesh, Vijay Yu, Huiqun
- 机构：East China Univ Sci & Technol;Univ Waterloo;Shanghai Dianji Univ;Chinese Acad Sci
- 来源：SOFTWARE AND SYSTEMS MODELING 2019
- 关键词：Software product lines Search-based software engineering Multi-objective evolutionary algorithms Constraint solving Feature models
- Bulk Savings for Bulk Transfers: Minimizing the Energy-Cost for Geo-Distributed Data Centers被引量：40收藏
- 作者：Lu, Xingjian Kong, Fanxin Liu, Xue Yin, Jianwei Xiang, Qiao Yu, Huiqun
- 机构：East China Univ Sci & Technol;Univ Penn;McGill Univ;Zhejiang Univ;Yale Univ
- 来源：IEEE TRANSACTIONS ON CLOUD COMPUTING 2020
- 关键词：Data center bulk data transfer energy-cost geographical load balance
- A Parallel Social Spider Optimization Algorithm Based on Emotional Learning被引量：36收藏
- 作者：Lai, Zhaolin Feng, Xiang Yu, Huiqun Luo, Fei
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2021
- 关键词：Clustering emotional learning parallel social spider optimization (SSO)
- Contract-Based Resource Sharing for Time Effective Task Scheduling in Fog-Cloud Environment被引量：36收藏
- 作者：Sun, Huaiying Yu, Huiqun Fan, Guisheng
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2020
- 关键词：Cloud computing Task analysis Resource management Edge computing Computational modeling Delays Energy consumption IoT-fog-cloud time requirement resource sharing mobility contract establishment
- Multi-Objective Optimization of Container-Based Microservice Scheduling in Edge Computing被引量：36收藏
- 作者：Fan, Guisheng Chen, Liang Yu, Huiqun Qi, Wei
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：COMPUTER SCIENCE AND INFORMATION SYSTEMS 2021
- 关键词：edge computing microservice container orchestration multi-objective optimization particle swarm optimization
- BDLA: Bi-directional local alignment for few-shot learning被引量：33收藏
- 作者：Zheng, Zijun Feng, Xiang Yu, Huiqun Li, Xiuquan Gao, Mengqi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Chinese Acad Sci & Technol Dev
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Few-shot learning Local descriptor Bi-directional distance Convex combination
- QoS-Aware Task Placement With Fault-Tolerance in the Edge-Cloud被引量：28收藏
- 作者：Sun, Huaiying Yu, Huiqun Fan, Guisheng Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Engn Res Ctr Smart Energy;Shanghai Inst Technol
- 来源：IEEE ACCESS 2020
- 关键词：Task analysis Fault tolerance Fault tolerant systems Quality of service Scheduling Real-time systems Scheduling algorithms Edge-cloud QoS fault-tolerance time constraint primary-backup
- Petri net based techniques for constructing reliable service composition被引量：27收藏
- 作者：Fan, Guisheng Yu, Huiqun Chen, Liqiong Liu, Dongmei
- 机构：E China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Inst Technol
- 来源：JOURNAL OF SYSTEMS AND SOFTWARE 2013
- 关键词：Service composition Petri net Exception Transaction attributes Reliability
- Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds被引量：26收藏
- 作者：Li, Zengpeng Yu, Huiqun Fan, Guisheng Zhang, Jiayin
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2023
- 关键词：Cloud computing workflow scheduling resource provisioning microservices containers replication
- Efficient and Reliable Cluster-Based Data Transmission for Vehicular Ad Hoc Networks被引量：25收藏
- 作者：Ji, Xiang Yu, Huiqun Fan, Guisheng Sun, Huaiying Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Inst Technol
- 来源：MOBILE INFORMATION SYSTEMS 2018
- 关键词：Data transfer - Scalability - Vehicles - Intelligent systems - Clustering algorithms - Routing protocols - Reliability
- Modeling and Analyzing Dynamic Fault-Tolerant Strategy for Deadline Constrained Task Scheduling in Cloud Computing被引量：22收藏
- 作者：Fan, Guisheng Chen, Liqiong Yu, Huiqun Liu, Dongmei
- 机构：East China Univ Sci & Technol;Shanghai Inst Technol;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2020
- 关键词：Cloud computing Fault tolerance Fault tolerant systems Computational modeling Processor scheduling Analytical models Cloud computing deadline fault tolerant Petri nets reliability
- An efficient evolutionary algorithm based on deep reinforcement learning for large-scale sparse multiobjective optimization被引量：22收藏
- 作者：Gao, Mengqi Feng, Xiang Yu, Huiqun Li, Xiuquan
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy;Chinese Acad Sci & Technol Dev
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Large-scale Sparse multiobjective optimization Evolutionary computation Deep reinforcement learning
- A Novel Intelligence Algorithm Based on the Social Group Optimization Behaviors被引量：22收藏
- 作者：Feng, Xiang Wang, Yuanbo Yu, Huiqun Luo, Fei
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2018
- 关键词：Entropy social behavior social group social group entropy optimization (SGEO) algorithm the status optimization process
- Unsupervised few-shot image classification via one-vs-all contrastive learning被引量：21收藏
- 作者：Zheng, Zijun Feng, Xiang Yu, Huiqun Li, Xiuquan Gao, Mengqi
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy;Chinese Acad Sci & Technol Dev
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Few-shot image classification One-vs-all contrastive loss Instance invariance Neural projection
- A Formal Aspect-Oriented Method for Modeling and Analyzing Adaptive Resource Scheduling in Cloud Computing被引量：21收藏
- 作者：Fan, Guisheng Yu, Huiqun Chen, Liqiong
- 机构：E China Univ Sci & Technol;Shanghai Inst Technol
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2016
- 关键词：Cloud computing resource scheduling CTL Petri nets reflection mechanism
- Cooperative density-aware representation learning for few-shot visual recognition被引量：20收藏
- 作者：Zheng, Zijun Feng, Xiang Yu, Huiqun Gao, Mengqi
- 机构：East China Univ Sci & Technol; Shanghai Engn Res Ctr Smart Energy
- 来源：NEUROCOMPUTING 2022
- 关键词：Few-shot visual recognition Cooperative density loss Representation learning Semantic information
- Energy-Aware Topology Evolution Model with Link and Node Deletion in Wireless Sensor Networks被引量：20收藏
- 作者：Luo, Xiaojuan Yu, Huiqun Wang, Xiang
- 机构：E China Univ Sci & Technol
- 来源：MATHEMATICAL PROBLEMS IN ENGINEERING 2012
- 关键词：Topology - Sensor nodes - Power management (telecommunication)
- DEJIT: A Differential Evolution Algorithm for Effort-Aware Just-in-Time Software Defect Prediction被引量：19收藏
- 作者：Yang, Xingguang Yu, Huiqun Fan, Guisheng Yang, Kang
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Engn Res Ctr Smart Energy
- 来源：INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING 2021
- 关键词：Software defect prediction just-in-time differential evolution empirical software engineering
- An opposition-based differential evolution clustering algorithm for emotional preference and migratory behavior optimization被引量：18收藏
- 作者：Dai, Mingzhi Feng, Xiang Yu, Huiqun Guo, Weibin
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：KNOWLEDGE-BASED SYSTEMS 2023
- 关键词：Biogeography -based algorithm Emotional preference and migratory behavior Differential evolution (DE) strategy Opposition -based learning Data clustering
- Aligning XAI explanations with software developers' expectations: A case study with code smell prioritization被引量：15收藏
- 作者：Huang, Zijie Yu, Huiqun Fan, Guisheng Shao, Zhiqing Li, Mingchen Liang, Yuguo
- 机构：East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2024
- 关键词：Code smell Software quality assurance Explainable artificial intelligence Empirical software engineering
- A constrained multiobjective evolutionary algorithm with the two-archive weak cooperation被引量：15收藏
- 作者：Li, Yingwei Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：INFORMATION SCIENCES 2022
- 关键词：Two -archive weak cooperation Constrained handling Constrained multiobjective optimization Evolutionary algorithm
- Summarizing source code with hierarchical code representation被引量：14收藏
- 作者：Zhou, Ziyi Yu, Huiqun Fan, Guisheng Huang, Zijie Yang, Xingguang
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION AND SOFTWARE TECHNOLOGY 2022
- 关键词：Code summarization Program comprehension Deep learning Hierarchical attention
- An Energy-Efficient Dynamic Scheduling Method of Deadline-Constrained Workflows in a Cloud Environment被引量：13收藏
- 作者：Fan, Guisheng Chen, Xingpeng Li, Zengpeng Yu, Huiqun Zhang, Yingxue
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2023
- 关键词：Task scheduling deadline energy consumption resource utilization cloud
- Modeling UML sequence diagrams using extended Petri nets被引量：13收藏
- 作者：Yang, Nianhua Yu, Huiqun Sun, Hua Qian, Zhilin
- 机构：E China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：TELECOMMUNICATION SYSTEMS 2012
- 关键词：UML Sequence diagram MARTE Mapping rule Petri net
- To be global or personalized: Generalized federated learning with cooperative adaptation for data heterogeneity被引量：12收藏
- 作者：Ding, Kaijian Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：KNOWLEDGE-BASED SYSTEMS 2024
- 关键词：Federated learning Knowledge distillation Data heterogeneity Healthcare
- Modeling and quantitatively predicting software security based on stochastic Petri nets被引量：12收藏
- 作者：Yang, Nianhua Yu, Huiqun Qian, Zhilin Sun, Hua
- 机构：E China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：MATHEMATICAL AND COMPUTER MODELLING 2012
- 关键词：Model Quantify Software security Sensitivity analysis Hierarchical Stochastic Petri net
